Dataset statistics
| Number of variables | 35 |
|---|---|
| Number of observations | 2143 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 586.1 KiB |
| Average record size in memory | 280.1 B |
Variable types
| CAT | 17 |
|---|---|
| BOOL | 9 |
| NUM | 9 |
Reproduction
| Analysis started | 2020-07-25 19:03:22.282475 |
|---|---|
| Analysis finished | 2020-07-25 19:03:46.785952 |
| Duration | 24.5 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
NOM_SITUACAO_PERIODO_ANT has constant value "Cursado" | Constant |
VAL_DIVIDA_TOTAL is highly correlated with VAL_DIVIDA_MENS | High correlation |
VAL_DIVIDA_MENS is highly correlated with VAL_DIVIDA_TOTAL | High correlation |
QTD_ACESSOS_20_1 is highly correlated with QTD_ACESSOS_19_2 | High correlation |
QTD_ACESSOS_19_2 is highly correlated with QTD_ACESSOS_20_1 | High correlation |
CLASSE_PAGANTE_ATU is highly correlated with CLASSE_PAGANTE_ANT | High correlation |
CLASSE_PAGANTE_ANT is highly correlated with CLASSE_PAGANTE_ATU | High correlation |
COD_MATRICULA has unique values | Unique |
VAL_A_PAGAR has 663 (30.9%) zeros | Zeros |
VAL_A_PAGAR_PAR has 2011 (93.8%) zeros | Zeros |
VAL_DIVIDA_MENS has 1876 (87.5%) zeros | Zeros |
VAL_DIVIDA_TOTAL has 1728 (80.6%) zeros | Zeros |
CR_PER_ANT has 138 (6.4%) zeros | Zeros |
| Distinct count | 2143 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201729628317.4839 |
|---|---|
| Minimum | 200701339023 |
| Maximum | 201912030951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 2.00701339e+11 |
|---|---|
| 5-th percentile | 2.01403269e+11 |
| Q1 | 2.016030709e+11 |
| median | 2.018010849e+11 |
| Q3 | 2.019012712e+11 |
| 95-th percentile | 2.019085073e+11 |
| Maximum | 2.01912031e+11 |
| Range | 1210691928 |
| Interquartile range (IQR) | 298200276.5 |
Descriptive statistics
| Standard deviation | 172250934.4 |
|---|---|
| Coefficient of variation (CV) | 0.0008538702811 |
| Kurtosis | 3.123661373 |
| Mean | 2.017296283e+11 |
| Median Absolute Deviation (MAD) | 101115048 |
| Skewness | -1.354607483 |
| Sum | 4.323065935e+14 |
| Variance | 2.967038441e+16 |
| Value | Count | Frequency (%) | |
| 2.017090416e+11 | 1 | < 0.1% | |
| 2.017081645e+11 | 1 | < 0.1% | |
| 2.018023909e+11 | 1 | < 0.1% | |
| 2.019022219e+11 | 1 | < 0.1% | |
| 2.016074766e+11 | 1 | < 0.1% | |
| 2.019085924e+11 | 1 | < 0.1% | |
| 2.019086619e+11 | 1 | < 0.1% | |
| 2.01902022e+11 | 1 | < 0.1% | |
| 2.019085767e+11 | 1 | < 0.1% | |
| 2.017010963e+11 | 1 | < 0.1% | |
| Other values (2133) | 2133 | 99.5% |
| Value | Count | Frequency (%) | |
| 2.00701339e+11 | 1 | < 0.1% | |
| 2.007021982e+11 | 1 | < 0.1% | |
| 2.007021987e+11 | 1 | < 0.1% | |
| 2.00801431e+11 | 1 | < 0.1% | |
| 2.009014022e+11 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.01912031e+11 | 1 | < 0.1% | |
| 2.019120309e+11 | 1 | < 0.1% | |
| 2.019120309e+11 | 1 | < 0.1% | |
| 2.019120309e+11 | 1 | < 0.1% | |
| 2.019120308e+11 | 1 | < 0.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1736 | 81.0% | |
| 0 | 407 | 19.0% |
ALUNO_MATRICULADO
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 1748 | 81.6% | |
| 0 | 395 | 18.4% |
CONDICAO_GERENCIAL
Categorical
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 1 - ALUNO RENOVADO | |
|---|---|
| 9 - ALTO PROPENSO | 104 |
| 8 - BAIXO PROPENSO | 102 |
| 7- BAIXO APROVEITAMENTO | 98 |
| 2 - ALUNO EVADIDO | 33 |
| Other values (3) | 32 |
| Value | Count | Frequency (%) | |
| 1 - ALUNO RENOVADO | 1774 | 82.8% | |
| 9 - ALTO PROPENSO | 104 | 4.9% | |
| 8 - BAIXO PROPENSO | 102 | 4.8% | |
| 7- BAIXO APROVEITAMENTO | 98 | 4.6% | |
| 2 - ALUNO EVADIDO | 33 | 1.5% | |
| 3 - PEDIDO DE TRANCAMENTO | 22 | 1.0% | |
| 4 - EM ENTURMACAO | 7 | 0.3% | |
| 6 - ACEITE DE CONTRATO | 3 | 0.1% |
Length
| Max length | 25 |
|---|---|
| Median length | 18 |
| Mean length | 18.23891741 |
| Min length | 17 |
CONDICAO_IMPEDE_RENOVACAO
Categorical
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| ALUNO RENOVADO | |
|---|---|
| INADIMPLENTE | 195 |
| BOLETO RENOVACAO NAO PAGO | 97 |
| ALUNO EVADIDO SEM RENOVAR | 33 |
| PEDIDO DE TRANCAMENTO | 22 |
| Other values (4) | 22 |
| Value | Count | Frequency (%) | |
| ALUNO RENOVADO | 1774 | 82.8% | |
| INADIMPLENTE | 195 | 9.1% | |
| BOLETO RENOVACAO NAO PAGO | 97 | 4.5% | |
| ALUNO EVADIDO SEM RENOVAR | 33 | 1.5% | |
| PEDIDO DE TRANCAMENTO | 22 | 1.0% | |
| BOLETO RENOVACAO NAO GERADO | 12 | 0.6% | |
| GAP ENTURMACAO | 4 | 0.2% | |
| DELAY SISTEMICO (ENTURMADO) | 3 | 0.1% | |
| ACEITE DE CONTRATO | 3 | 0.1% |
Length
| Max length | 27 |
|---|---|
| Median length | 14 |
| Mean length | 14.65375642 |
| Min length | 12 |
TIPO_INADIMPLENCIA
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| ADIMPLENTE | |
|---|---|
| INADIMPLENTE COM NEGOCIACAO | 191 |
| INADIMPLENTE SEM NEGOCIACAO | 163 |
| Value | Count | Frequency (%) | |
| ADIMPLENTE | 1789 | 83.5% | |
| INADIMPLENTE COM NEGOCIACAO | 191 | 8.9% | |
| INADIMPLENTE SEM NEGOCIACAO | 163 | 7.6% |
Length
| Max length | 27 |
|---|---|
| Median length | 10 |
| Mean length | 12.80821279 |
| Min length | 10 |
RISCO_INADIMPLENCIA
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| SEM RISCO | |
|---|---|
| BAIXO RISCO | |
| MEDIO RISCO | |
| ALTO RISCO | 147 |
| Value | Count | Frequency (%) | |
| SEM RISCO | 895 | 41.8% | |
| BAIXO RISCO | 847 | 39.5% | |
| MEDIO RISCO | 254 | 11.9% | |
| ALTO RISCO | 147 | 6.9% |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.09612692 |
| Min length | 9 |
COD_CURSO
Real number (ℝ≥0)
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 792.4405039664023 |
|---|---|
| Minimum | 1 |
| Maximum | 4070 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 29 |
| Q3 | 372 |
| 95-th percentile | 4004 |
| Maximum | 4070 |
| Range | 4069 |
| Interquartile range (IQR) | 370 |
Descriptive statistics
| Standard deviation | 1492.372055 |
|---|---|
| Coefficient of variation (CV) | 1.883260696 |
| Kurtosis | 0.871889804 |
| Mean | 792.440504 |
| Median Absolute Deviation (MAD) | 28 |
| Skewness | 1.681330267 |
| Sum | 1698200 |
| Variance | 2227174.351 |
| Value | Count | Frequency (%) | |
| 1 | 434 | 20.3% | |
| 29 | 344 | 16.1% | |
| 372 | 294 | 13.7% | |
| 166 | 215 | 10.0% | |
| 2 | 172 | 8.0% | |
| 4004 | 145 | 6.8% | |
| 207 | 144 | 6.7% | |
| 4002 | 105 | 4.9% | |
| 21 | 88 | 4.1% | |
| 11 | 74 | 3.5% | |
| Other values (3) | 128 | 6.0% |
| Value | Count | Frequency (%) | |
| 1 | 434 | 20.3% | |
| 2 | 172 | 8.0% | |
| 11 | 74 | 3.5% | |
| 21 | 88 | 4.1% | |
| 29 | 344 | 16.1% |
| Value | Count | Frequency (%) | |
| 4070 | 70 | 3.3% | |
| 4004 | 145 | 6.8% | |
| 4003 | 56 | 2.6% | |
| 4002 | 105 | 4.9% | |
| 372 | 294 | 13.7% |
COD_TURNO
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 3 | |
|---|---|
| 1 | 34 |
| 8 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 2108 | 98.4% | |
| 1 | 34 | 1.6% | |
| 8 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
COD_TIPO_CURSO
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 11 | |
|---|---|
| 4 | 70 |
| Value | Count | Frequency (%) | |
| 11 | 2073 | 96.7% | |
| 4 | 70 | 3.3% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.967335511 |
| Min length | 1 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| MENSALISTA | |
|---|---|
| FIES | |
| PROUNI | 198 |
| PAR | 179 |
| Value | Count | Frequency (%) | |
| MENSALISTA | 1463 | 68.3% | |
| FIES | 303 | 14.1% | |
| PROUNI | 198 | 9.2% | |
| PAR | 179 | 8.4% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 8.197386841 |
| Min length | 3 |
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| MENSALISTA | |
|---|---|
| FIES | 251 |
| PROUNI | 194 |
| PAR | 179 |
| Value | Count | Frequency (%) | |
| MENSALISTA | 1519 | 70.9% | |
| FIES | 251 | 11.7% | |
| PROUNI | 194 | 9.1% | |
| PAR | 179 | 8.4% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 8.350443304 |
| Min length | 3 |
NOVO_FIES
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| NÃO | |
|---|---|
| SIM | 65 |
| Value | Count | Frequency (%) | |
| NÃO | 2078 | 97.0% | |
| SIM | 65 | 3.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
PRV_ANT
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 79 |
| Value | Count | Frequency (%) | |
| 0 | 2064 | 96.3% | |
| 1 | 79 | 3.7% |
PRV_ATU
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 53 |
| Value | Count | Frequency (%) | |
| 0 | 2090 | 97.5% | |
| 1 | 53 | 2.5% |
LATE_COMER
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| ON TIME COMER | |
|---|---|
| LATE COMER | 38 |
| Value | Count | Frequency (%) | |
| ON TIME COMER | 2105 | 98.2% | |
| LATE COMER | 38 | 1.8% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.94680355 |
| Min length | 10 |
NOM_SITUACAO_ALUNO
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| Ativo | |
|---|---|
| Transferido | 36 |
| Trancado | 26 |
| Value | Count | Frequency (%) | |
| Ativo | 2081 | 97.1% | |
| Transferido | 36 | 1.7% | |
| Trancado | 26 | 1.2% |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 5.137190854 |
| Min length | 5 |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| Cursado |
|---|
| Value | Count | Frequency (%) | |
| Cursado | 2143 | 100.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
| Distinct count | 1260 |
|---|---|
| Unique (%) | 58.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 525.4301539897341 |
|---|---|
| Minimum | 0.0 |
| Maximum | 3210.35 |
| Zeros | 663 |
| Zeros (%) | 30.9% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 445.18 |
| Q3 | 866.935 |
| 95-th percentile | 1504.16 |
| Maximum | 3210.35 |
| Range | 3210.35 |
| Interquartile range (IQR) | 866.935 |
Descriptive statistics
| Standard deviation | 532.3464468 |
|---|---|
| Coefficient of variation (CV) | 1.013163106 |
| Kurtosis | 0.3996551506 |
| Mean | 525.430154 |
| Median Absolute Deviation (MAD) | 445.18 |
| Skewness | 0.9029764241 |
| Sum | 1125996.82 |
| Variance | 283392.7394 |
| Value | Count | Frequency (%) | |
| 0 | 663 | 30.9% | |
| 1486.82 | 8 | 0.4% | |
| 1489.54 | 7 | 0.3% | |
| 1927.64 | 6 | 0.3% | |
| 1109.93 | 6 | 0.3% | |
| 1134.77 | 6 | 0.3% | |
| 1612.45 | 6 | 0.3% | |
| 1047.48 | 5 | 0.2% | |
| 1504.16 | 5 | 0.2% | |
| 827.91 | 5 | 0.2% | |
| Other values (1250) | 1426 | 66.5% |
| Value | Count | Frequency (%) | |
| 0 | 663 | 30.9% | |
| 6.48 | 1 | < 0.1% | |
| 7.59 | 1 | < 0.1% | |
| 12.47 | 1 | < 0.1% | |
| 12.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3210.35 | 1 | < 0.1% | |
| 2791.8 | 1 | < 0.1% | |
| 2521.12 | 1 | < 0.1% | |
| 2294.7 | 1 | < 0.1% | |
| 2288.11 | 1 | < 0.1% |
| Distinct count | 109 |
|---|---|
| Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.624316378908071 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1185.36 |
| Zeros | 2011 |
| Zeros (%) | 93.8% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4.54 |
| Maximum | 1185.36 |
| Range | 1185.36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 111.9038394 |
|---|---|
| Coefficient of variation (CV) | 7.16215908 |
| Kurtosis | 65.21248557 |
| Mean | 15.62431638 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.921151567 |
| Sum | 33482.91 |
| Variance | 12522.46928 |
| Value | Count | Frequency (%) | |
| 0 | 2011 | 93.8% | |
| 4.91 | 5 | 0.2% | |
| 4.25 | 3 | 0.1% | |
| 4.22 | 3 | 0.1% | |
| 4.54 | 3 | 0.1% | |
| 14.15 | 3 | 0.1% | |
| 4.39 | 3 | 0.1% | |
| 3.93 | 2 | 0.1% | |
| 4.7 | 2 | 0.1% | |
| 9.98 | 2 | 0.1% | |
| Other values (99) | 106 | 4.9% |
| Value | Count | Frequency (%) | |
| 0 | 2011 | 93.8% | |
| 2.61 | 1 | < 0.1% | |
| 2.98 | 1 | < 0.1% | |
| 3.35 | 1 | < 0.1% | |
| 3.47 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1185.36 | 1 | < 0.1% | |
| 1160.81 | 1 | < 0.1% | |
| 1156.58 | 1 | < 0.1% | |
| 1152.23 | 1 | < 0.1% | |
| 1139.54 | 1 | < 0.1% |
| Distinct count | 232 |
|---|---|
| Unique (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300.6963695753617 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15131.22 |
| Zeros | 1876 |
| Zeros (%) | 87.5% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2322.319 |
| Maximum | 15131.22 |
| Range | 15131.22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1228.325304 |
|---|---|
| Coefficient of variation (CV) | 4.084935597 |
| Kurtosis | 41.37441251 |
| Mean | 300.6963696 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.808100793 |
| Sum | 644392.32 |
| Variance | 1508783.052 |
| Value | Count | Frequency (%) | |
| 0 | 1876 | 87.5% | |
| 20 | 28 | 1.3% | |
| 40 | 7 | 0.3% | |
| 25 | 2 | 0.1% | |
| 1219.38 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 11183.87 | 1 | < 0.1% | |
| 1963.03 | 1 | < 0.1% | |
| 1890.42 | 1 | < 0.1% | |
| 8963.03 | 1 | < 0.1% | |
| Other values (222) | 222 | 10.4% |
| Value | Count | Frequency (%) | |
| 0 | 1876 | 87.5% | |
| 9.8 | 1 | < 0.1% | |
| 10.54 | 1 | < 0.1% | |
| 19.19 | 1 | < 0.1% | |
| 20 | 28 | 1.3% |
| Value | Count | Frequency (%) | |
| 15131.22 | 1 | < 0.1% | |
| 12473.74 | 1 | < 0.1% | |
| 11935.04 | 1 | < 0.1% | |
| 11722.09 | 1 | < 0.1% | |
| 11183.87 | 1 | < 0.1% |
| Distinct count | 380 |
|---|---|
| Unique (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 401.22972001866543 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15370.45 |
| Zeros | 1728 |
| Zeros (%) | 80.6% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2815.67 |
| Maximum | 15370.45 |
| Range | 15370.45 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1381.496052 |
|---|---|
| Coefficient of variation (CV) | 3.443154839 |
| Kurtosis | 33.68297118 |
| Mean | 401.22972 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.188251528 |
| Sum | 859835.29 |
| Variance | 1908531.342 |
| Value | Count | Frequency (%) | |
| 0 | 1728 | 80.6% | |
| 20 | 28 | 1.3% | |
| 40 | 7 | 0.3% | |
| 1219.38 | 2 | 0.1% | |
| 25 | 2 | 0.1% | |
| 80 | 2 | 0.1% | |
| 1710.21 | 1 | < 0.1% | |
| 207.9 | 1 | < 0.1% | |
| 396.12 | 1 | < 0.1% | |
| 385.02 | 1 | < 0.1% | |
| Other values (370) | 370 | 17.3% |
| Value | Count | Frequency (%) | |
| 0 | 1728 | 80.6% | |
| 3.71 | 1 | < 0.1% | |
| 4.22 | 1 | < 0.1% | |
| 4.42 | 1 | < 0.1% | |
| 4.54 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15370.45 | 1 | < 0.1% | |
| 15131.22 | 1 | < 0.1% | |
| 12473.74 | 1 | < 0.1% | |
| 11935.04 | 1 | < 0.1% | |
| 11788.9 | 1 | < 0.1% |
FAIXA_DE_DIVIDA
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| SEM DIVIDA | |
|---|---|
| > 1500 | 120 |
| 1000-1500 | 26 |
| 750-1000 | 15 |
| 500-750 | 14 |
| Other values (2) | 25 |
| Value | Count | Frequency (%) | |
| SEM DIVIDA | 1943 | 90.7% | |
| > 1500 | 120 | 5.6% | |
| 1000-1500 | 26 | 1.2% | |
| 750-1000 | 15 | 0.7% | |
| 500-750 | 14 | 0.7% | |
| 100-300 | 14 | 0.7% | |
| 300-500 | 11 | 0.5% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.695286981 |
| Min length | 6 |
ADIMP_N_REN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 136 |
| Value | Count | Frequency (%) | |
| 0 | 2007 | 93.7% | |
| 1 | 136 | 6.3% |
| Distinct count | 511 |
|---|---|
| Unique (%) | 23.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5674381707886145 |
|---|---|
| Minimum | 0.0 |
| Maximum | 10.0 |
| Zeros | 138 |
| Zeros (%) | 6.4% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6.175 |
| median | 7.09 |
| Q3 | 7.885 |
| 95-th percentile | 8.889 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 1.71 |
Descriptive statistics
| Standard deviation | 2.206717911 |
|---|---|
| Coefficient of variation (CV) | 0.3360089358 |
| Kurtosis | 2.907353729 |
| Mean | 6.567438171 |
| Median Absolute Deviation (MAD) | 0.84 |
| Skewness | -1.786154561 |
| Sum | 14074.02 |
| Variance | 4.869603938 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 6.4% | |
| 7 | 35 | 1.6% | |
| 6 | 26 | 1.2% | |
| 6.5 | 16 | 0.7% | |
| 7.5 | 16 | 0.7% | |
| 8 | 15 | 0.7% | |
| 7.34 | 13 | 0.6% | |
| 7.43 | 12 | 0.6% | |
| 7.15 | 12 | 0.6% | |
| 6.6 | 12 | 0.6% | |
| Other values (501) | 1848 | 86.2% |
| Value | Count | Frequency (%) | |
| 0 | 138 | 6.4% | |
| 0.19 | 1 | < 0.1% | |
| 0.37 | 1 | < 0.1% | |
| 0.5 | 1 | < 0.1% | |
| 0.6 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 10 | 6 | 0.3% | |
| 9.89 | 2 | 0.1% | |
| 9.8 | 1 | < 0.1% | |
| 9.75 | 2 | 0.1% | |
| 9.71 | 1 | < 0.1% |
FAIXA_APROVACAO
Categorical
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 7 - 100% | |
|---|---|
| 5 - 61% A 80% | |
| 1 - 0% | 181 |
| 4 - 41% A 60% | 140 |
| 6 - 81% A 99% | 136 |
| Other values (2) | 127 |
| Value | Count | Frequency (%) | |
| 7 - 100% | 1284 | 59.9% | |
| 5 - 61% A 80% | 275 | 12.8% | |
| 1 - 0% | 181 | 8.4% | |
| 4 - 41% A 60% | 140 | 6.5% | |
| 6 - 81% A 99% | 136 | 6.3% | |
| 3 - 21% A 40% | 101 | 4.7% | |
| 2 - 1% A 20% | 26 | 1.2% |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 9.400839944 |
| Min length | 6 |
| Distinct count | 272 |
|---|---|
| Unique (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.53896406906206 |
|---|---|
| Minimum | 0.0 |
| Maximum | 506.0 |
| Zeros | 5 |
| Zeros (%) | 0.2% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 47 |
| median | 74 |
| Q3 | 111 |
| 95-th percentile | 199 |
| Maximum | 506 |
| Range | 506 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 60.4689675 |
|---|---|
| Coefficient of variation (CV) | 0.6907663135 |
| Kurtosis | 5.281469482 |
| Mean | 87.53896407 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 1.813572981 |
| Sum | 187596 |
| Variance | 3656.49603 |
| Value | Count | Frequency (%) | |
| 71 | 29 | 1.4% | |
| 50 | 25 | 1.2% | |
| 52 | 24 | 1.1% | |
| 65 | 24 | 1.1% | |
| 35 | 23 | 1.1% | |
| 86 | 23 | 1.1% | |
| 49 | 23 | 1.1% | |
| 68 | 22 | 1.0% | |
| 51 | 22 | 1.0% | |
| 69 | 22 | 1.0% | |
| Other values (262) | 1906 | 88.9% |
| Value | Count | Frequency (%) | |
| 0 | 5 | 0.2% | |
| 1 | 3 | 0.1% | |
| 2 | 2 | 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 506 | 1 | < 0.1% | |
| 444 | 1 | < 0.1% | |
| 419 | 1 | < 0.1% | |
| 416 | 1 | < 0.1% | |
| 410 | 1 | < 0.1% |
| Distinct count | 251 |
|---|---|
| Unique (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.90153989734017 |
|---|---|
| Minimum | 0.0 |
| Maximum | 561.0 |
| Zeros | 15 |
| Zeros (%) | 0.7% |
| Memory size | 16.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 41 |
| median | 66 |
| Q3 | 102 |
| 95-th percentile | 181 |
| Maximum | 561 |
| Range | 561 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 55.4809976 |
|---|---|
| Coefficient of variation (CV) | 0.7121938497 |
| Kurtosis | 7.254037931 |
| Mean | 77.9015399 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 1.908805566 |
| Sum | 166943 |
| Variance | 3078.141095 |
| Value | Count | Frequency (%) | |
| 41 | 30 | 1.4% | |
| 48 | 29 | 1.4% | |
| 53 | 28 | 1.3% | |
| 50 | 27 | 1.3% | |
| 58 | 27 | 1.3% | |
| 39 | 27 | 1.3% | |
| 51 | 25 | 1.2% | |
| 32 | 25 | 1.2% | |
| 47 | 25 | 1.2% | |
| 59 | 24 | 1.1% | |
| Other values (241) | 1876 | 87.5% |
| Value | Count | Frequency (%) | |
| 0 | 15 | 0.7% | |
| 1 | 9 | 0.4% | |
| 2 | 3 | 0.1% | |
| 3 | 6 | 0.3% | |
| 4 | 5 | 0.2% |
| Value | Count | Frequency (%) | |
| 561 | 1 | < 0.1% | |
| 459 | 1 | < 0.1% | |
| 426 | 1 | < 0.1% | |
| 423 | 1 | < 0.1% | |
| 403 | 1 | < 0.1% |
IND_INDICIO_EVASAO
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 111 |
| Value | Count | Frequency (%) | |
| 0 | 2032 | 94.8% | |
| 1 | 111 | 5.2% |
CLASSIFICACAO_PROP_EVASAO
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 4 - Baixo | |
|---|---|
| 3 - Médio Baixo | |
| 2 - Médio Alto | 168 |
| 1 - Alto | 160 |
| 00 - Não Escorado | 32 |
| Value | Count | Frequency (%) | |
| 4 - Baixo | 1133 | 52.9% | |
| 3 - Médio Baixo | 650 | 30.3% | |
| 2 - Médio Alto | 168 | 7.8% | |
| 1 - Alto | 160 | 7.5% | |
| 00 - Não Escorado | 32 | 1.5% |
Length
| Max length | 17 |
|---|---|
| Median length | 9 |
| Mean length | 11.25664956 |
| Min length | 8 |
CLASSIFICACAO_PROP_RENOVACAO
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 3 - Médio Baixo | |
|---|---|
| 2 - Médio Alto | |
| 4 - Baixo | |
| 1 - Alto | 46 |
| 00 - Não Escorado | 32 |
| Value | Count | Frequency (%) | |
| 3 - Médio Baixo | 1290 | 60.2% | |
| 2 - Médio Alto | 422 | 19.7% | |
| 4 - Baixo | 353 | 16.5% | |
| 1 - Alto | 46 | 2.1% | |
| 00 - Não Escorado | 32 | 1.5% |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 13.69435371 |
| Min length | 8 |
ACEITE_CONTRATO
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 1 | |
|---|---|
| 0 | 95 |
| Value | Count | Frequency (%) | |
| 1 | 2048 | 95.6% | |
| 0 | 95 | 4.4% |
PASTA_VERMELHA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 2142 | > 99.9% | |
| 1 | 1 | < 0.1% |
REQ_AGEND_TRANC
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| 0 | |
|---|---|
| 1 | 63 |
| Value | Count | Frequency (%) | |
| 0 | 2080 | 97.1% | |
| 1 | 63 | 2.9% |
SAFRA
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 KiB |
| VETERANO | |
|---|---|
| CALOURO | 226 |
| Value | Count | Frequency (%) | |
| VETERANO | 1917 | 89.5% | |
| CALOURO | 226 | 10.5% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.894540364 |
| Min length | 7 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| COD_MATRICULA | ALUNO_MATRICULADO_PROX_PERIODO | ALUNO_MATRICULADO | CONDICAO_GERENCIAL | CONDICAO_IMPEDE_RENOVACAO | TIPO_INADIMPLENCIA | RISCO_INADIMPLENCIA | COD_CURSO | COD_TURNO | COD_TIPO_CURSO | CLASSE_PAGANTE_ANT | CLASSE_PAGANTE_ATU | NOVO_FIES | PRV_ANT | PRV_ATU | LATE_COMER | NOM_SITUACAO_ALUNO | NOM_SITUACAO_PERIODO_ANT | VAL_A_PAGAR | VAL_A_PAGAR_PAR | VAL_DIVIDA_MENS | VAL_DIVIDA_TOTAL | FAIXA_DE_DIVIDA | ADIMP_N_REN | CR_PER_ANT | FAIXA_APROVACAO | QTD_ACESSOS_19_2 | QTD_ACESSOS_20_1 | IND_INDICIO_EVASAO | CLASSIFICACAO_PROP_EVASAO | CLASSIFICACAO_PROP_RENOVACAO | ACEITE_CONTRATO | PASTA_VERMELHA | REQ_AGEND_TRANC | SAFRA | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 200701339023 | 0 | 0 | 9 - ALTO PROPENSO | BOLETO RENOVACAO NAO PAGO | ADIMPLENTE | SEM RISCO | 1 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 51.18 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 1 | 9.00 | 7 - 100% | 32.0 | 21.0 | 0 | 1 - Alto | 3 - Médio Baixo | 0 | 0 | 0 | VETERANO |
| 1 | 200702198245 | 0 | 0 | 8 - BAIXO PROPENSO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | MEDIO RISCO | 4004 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.0 | 3111.20 | 3111.20 | > 1500 | 0 | 5.91 | 4 - 41% A 60% | 48.0 | 48.0 | 0 | 3 - Médio Baixo | 4 - Baixo | 1 | 0 | 0 | CALOURO |
| 2 | 200702198679 | 0 | 0 | 8 - BAIXO PROPENSO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | MEDIO RISCO | 29 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.0 | 3238.77 | 3238.77 | > 1500 | 0 | 5.27 | 3 - 21% A 40% | 53.0 | 46.0 | 0 | 4 - Baixo | 4 - Baixo | 0 | 0 | 0 | VETERANO |
| 3 | 200801431011 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | SEM RISCO | 29 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 2521.12 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 0 | 9.89 | 7 - 100% | 130.0 | 119.0 | 0 | 4 - Baixo | 2 - Médio Alto | 1 | 0 | 0 | VETERANO |
| 4 | 200901402225 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | BAIXO RISCO | 1 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 170.96 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 0 | 3.50 | 4 - 41% A 60% | 125.0 | 70.0 | 0 | 00 - Não Escorado | 00 - Não Escorado | 1 | 0 | 0 | VETERANO |
| 5 | 201001152832 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | BAIXO RISCO | 2 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 663.66 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 0 | 6.00 | 7 - 100% | 87.0 | 76.0 | 0 | 4 - Baixo | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 6 | 201001153693 | 0 | 0 | 8 - BAIXO PROPENSO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | BAIXO RISCO | 1 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.0 | 1013.56 | 1013.56 | 1000-1500 | 0 | 7.75 | 7 - 100% | 11.0 | 9.0 | 0 | 3 - Médio Baixo | 4 - Baixo | 1 | 0 | 0 | CALOURO |
| 7 | 201001211669 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | SEM RISCO | 2 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 883.80 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 0 | 6.80 | 5 - 61% A 80% | 158.0 | 82.0 | 0 | 2 - Médio Alto | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 8 | 201001462891 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | SEM RISCO | 166 | 3 | 11 | PROUNI | PROUNI | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.0 | 0.00 | 0.00 | SEM DIVIDA | 0 | 8.48 | 7 - 100% | 102.0 | 111.0 | 0 | 4 - Baixo | 2 - Médio Alto | 1 | 0 | 0 | VETERANO |
| 9 | 201002224454 | 0 | 0 | 8 - BAIXO PROPENSO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | MEDIO RISCO | 2 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.0 | 4523.00 | 4523.00 | > 1500 | 0 | 5.80 | 3 - 21% A 40% | 83.0 | 52.0 | 0 | 4 - Baixo | 4 - Baixo | 1 | 0 | 0 | VETERANO |
Last rows
| COD_MATRICULA | ALUNO_MATRICULADO_PROX_PERIODO | ALUNO_MATRICULADO | CONDICAO_GERENCIAL | CONDICAO_IMPEDE_RENOVACAO | TIPO_INADIMPLENCIA | RISCO_INADIMPLENCIA | COD_CURSO | COD_TURNO | COD_TIPO_CURSO | CLASSE_PAGANTE_ANT | CLASSE_PAGANTE_ATU | NOVO_FIES | PRV_ANT | PRV_ATU | LATE_COMER | NOM_SITUACAO_ALUNO | NOM_SITUACAO_PERIODO_ANT | VAL_A_PAGAR | VAL_A_PAGAR_PAR | VAL_DIVIDA_MENS | VAL_DIVIDA_TOTAL | FAIXA_DE_DIVIDA | ADIMP_N_REN | CR_PER_ANT | FAIXA_APROVACAO | QTD_ACESSOS_19_2 | QTD_ACESSOS_20_1 | IND_INDICIO_EVASAO | CLASSIFICACAO_PROP_EVASAO | CLASSIFICACAO_PROP_RENOVACAO | ACEITE_CONTRATO | PASTA_VERMELHA | REQ_AGEND_TRANC | SAFRA | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2133 | 201909215139 | 1 | 0 | 7- BAIXO APROVEITAMENTO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | ALTO RISCO | 1 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.00 | 3562.19 | 3562.19 | > 1500 | 0 | 0.00 | 1 - 0% | 1.0 | 1.0 | 0 | 3 - Médio Baixo | 4 - Baixo | 0 | 1 | 0 | CALOURO |
| 2134 | 201909245641 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | ALTO RISCO | 1 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 55.13 | 0.00 | 0.00 | 0.00 | SEM DIVIDA | 0 | 0.00 | 1 - 0% | 53.0 | 67.0 | 0 | 3 - Médio Baixo | 2 - Médio Alto | 1 | 0 | 0 | CALOURO |
| 2135 | 201912030799 | 0 | 0 | 7- BAIXO APROVEITAMENTO | INADIMPLENTE | INADIMPLENTE SEM NEGOCIACAO | BAIXO RISCO | 166 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 0.00 | 0.00 | 419.09 | 419.09 | 300-500 | 0 | 4.84 | 1 - 0% | 164.0 | 71.0 | 0 | 4 - Baixo | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2136 | 201912030811 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | ALTO RISCO | 4070 | 3 | 4 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 567.13 | 0.00 | 0.00 | 0.00 | SEM DIVIDA | 0 | 7.89 | 7 - 100% | 154.0 | 92.0 | 0 | 2 - Médio Alto | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2137 | 201912030829 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | BAIXO RISCO | 166 | 3 | 11 | PAR | PAR | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 1200.00 | 480.00 | 0.00 | 0.00 | SEM DIVIDA | 0 | 7.10 | 7 - 100% | 125.0 | 97.0 | 0 | 2 - Médio Alto | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2138 | 201912030837 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | BAIXO RISCO | 4004 | 3 | 11 | MENSALISTA | MENSALISTA | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 534.38 | 0.00 | 0.00 | 0.00 | SEM DIVIDA | 0 | 7.54 | 7 - 100% | 143.0 | 133.0 | 0 | 4 - Baixo | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2139 | 201912030853 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | ADIMPLENTE | BAIXO RISCO | 4004 | 3 | 11 | PAR | PAR | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 1157.48 | 5.16 | 0.00 | 5.16 | SEM DIVIDA | 0 | 6.31 | 5 - 61% A 80% | 64.0 | 42.0 | 0 | 2 - Médio Alto | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2140 | 201912030861 | 0 | 0 | 2 - ALUNO EVADIDO | ALUNO EVADIDO SEM RENOVAR | ADIMPLENTE | MEDIO RISCO | 2 | 3 | 11 | PAR | PAR | NÃO | 0 | 0 | ON TIME COMER | Trancado | Cursado | 0.00 | 4.88 | 0.00 | 0.00 | SEM DIVIDA | 0 | 7.43 | 7 - 100% | 154.0 | 109.0 | 1 | 3 - Médio Baixo | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2141 | 201912030934 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | INADIMPLENTE COM NEGOCIACAO | BAIXO RISCO | 29 | 3 | 11 | PAR | PAR | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 1486.82 | 606.04 | 0.00 | 489.79 | SEM DIVIDA | 0 | 6.14 | 7 - 100% | 154.0 | 147.0 | 0 | 4 - Baixo | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |
| 2142 | 201912030951 | 1 | 1 | 1 - ALUNO RENOVADO | ALUNO RENOVADO | INADIMPLENTE COM NEGOCIACAO | MEDIO RISCO | 29 | 3 | 11 | PAR | PAR | NÃO | 0 | 0 | ON TIME COMER | Ativo | Cursado | 1399.36 | 5.13 | 0.00 | 844.74 | SEM DIVIDA | 0 | 4.26 | 2 - 1% A 20% | 57.0 | 65.0 | 0 | 2 - Médio Alto | 3 - Médio Baixo | 1 | 0 | 0 | VETERANO |